Liyuan Xu

According to our database, Liyuan Xu authored at least 36 papers between 2011 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Kernel Single Proxy Control for Deterministic Confounding.

Liyuan Xu, Arthur Gretton

CoRR, 2023

A Neural Mean Embedding Approach for Back-door and Front-door Adjustment.

Liyuan Xu, Arthur Gretton

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Spatio-temporal directed acyclic graph learning with attention mechanisms on brain functional time series and connectivity.

Shih-Gu Huang, Jing Xia, Liyuan Xu, Anqi Qiu

Medical Image Anal., 2022

On Instrumental Variable Regression for Deep Offline Policy Evaluation.

Yutian Chen, Liyuan Xu, Çaglar Gülçehre, Tom Le Paine, Arthur Gretton, Nando de Freitas, Arnaud Doucet

J. Mach. Learn. Res., 2022

Importance Weighting Approach in Kernel Bayes' Rule.

Liyuan Xu, Yutian Chen, Arnaud Doucet, Arthur Gretton

CoRR, 2022

Importance Weighted Kernel Bayes' Rule.

Liyuan Xu, Yutian Chen, Arnaud Doucet, Arthur Gretton

Proceedings of the International Conference on Machine Learning, 2022

Pairwise Supervision Can Provably Elicit a Decision Boundary.

Han Bao, Takuya Shimada, Liyuan Xu, Issei Sato, Masashi Sugiyama

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

P2PNavi: A System-Level Algorithmic Solution for Highly Accurate Direction Estimation for Infrastructure-Free Indoor Navigation.

Liyuan Xu, Jie He, Peng Wang, Qin Wang

IEEE Syst. J., 2021

Common functional brain networks between attention deficit and disruptive behaviors in youth.

Ting Yat Wong, Han Zhang, Tonya White, Liyuan Xu, Anqi Qiu

NeuroImage, 2021

Kernel Methods for Multistage Causal Inference: Mediation Analysis and Dynamic Treatment Effects.

Rahul Singh, Liyuan Xu, Arthur Gretton

CoRR, 2021

Deep Proxy Causal Learning and its Application to Confounded Bandit Policy Evaluation.

Liyuan Xu, Heishiro Kanagawa, Arthur Gretton

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Learning Deep Features in Instrumental Variable Regression.

Liyuan Xu, Yutian Chen, Siddarth Srinivasan, Nando de Freitas, Arnaud Doucet, Arthur Gretton

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

Polynomial-Time Algorithms for Multiple-Arm Identification with Full-Bandit Feedback.

Yuko Kuroki, Liyuan Xu, Atsushi Miyauchi, Junya Honda, Masashi Sugiyama

Neural Comput., 2020

Kernel Methods for Policy Evaluation: Treatment Effects, Mediation Analysis, and Off-Policy Planning.

Rahul Singh, Liyuan Xu, Arthur Gretton

CoRR, 2020

Similarity-based Classification: Connecting Similarity Learning to Binary Classification.

Han Bao, Takuya Shimada, Liyuan Xu, Issei Sato, Masashi Sugiyama

CoRR, 2020

The Bidirectional Data Flow Based On The Data-Lake.

Liyuan Xu, Li Qian, Zhijun Chang, Zhenxin Wu

Proceedings of the 13th International Congress on Image and Signal Processing, 2020

2019

Polynomial-time Algorithms for Combinatorial Pure Exploration with Full-bandit Feedback.

Yuko Kuroki, Liyuan Xu, Atsushi Miyauchi, Junya Honda, Masashi Sugiyama

CoRR, 2019

Uncoupled Regression from Pairwise Comparison Data.

Liyuan Xu, Junya Honda, Gang Niu, Masashi Sugiyama

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

The Influence of Target Orientation on the Underground Targets Classification.

Shihong Duan, Yue Li, Peng Wang, Yadong Wan, Liyuan Xu, Tong Li

Proceedings of the 19th IEEE International Conference on Communication Technology, 2019

Dueling Bandits with Qualitative Feedback.

Liyuan Xu, Junya Honda, Masashi Sugiyama

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

FPGA implementation of adaptive time delay estimation for real-time near-field electromagnetic ranging.

Peng Wang, Xiaotong Zhang, Zhiyang Liu, Liyuan Xu, Jie He, Jinwu Xu

Int. J. Circuit Theory Appl., 2018

Alternate Estimation of a Classifier and the Class-Prior from Positive and Unlabeled Data.

Masahiro Kato, Liyuan Xu, Gang Niu, Masashi Sugiyama

CoRR, 2018

Collaborative Geolocation Based on Imprecise Initial Coordinates for Internet of Things.

Liyuan Xu, Lin Yao, Jie He, Peng Wang, Keping Long, Qin Wang

IEEE Access, 2018

Toward Emergency Indoor Localization: Maximum Correntropy Criterion Based Direction Estimation Algorithm for Mobile TOA Rotation Anchor.

Liyuan Xu, Jie He, Peng Wang, Kaveh Pahlavan, Huangsheng Ning, Qin Wang

IEEE Access, 2018

UWB body motion assisted indoor geolocation with a single reference point.

Liyuan Xu, Jie He, Julang Ying, Peng Wang, Kaveh Pahlavan, Qin Wang

Proceedings of the IEEE/ION Position, Location and Navigation Symposium, 2018

A Combined Neural and Genetic Algorithm Model for Data Center Temperature Control.

Weiping Yu, Zhaoguo Wang, Yibo Xue, Lingxu Guo, Liyuan Xu

Proceedings of the 8th International Workshop on Combinations of Intelligent Methods and Applications co-located with 30th International Conference on Artificial Intelligence Tools (ICTAI 2018), 2018

A fully adaptive algorithm for pure exploration in linear bandits.

Liyuan Xu, Junya Honda, Masashi Sugiyama

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018

2017

Dpaper: An Authoring Tool for Extractable Digital Papers.

Xiaoqiu Le, Chenyu Mao, Yuanbiao He, Changlei Fu, Liyuan Xu

J. Data Inf. Sci., 2017

A high precise E-nose for daily indoor air quality monitoring in living environment.

Jie He, Liyuan Xu, Peng Wang, Qin Wang

Integr., 2017

Adaptive time delay estimation algorithm for indoor near-field electromagnetic ranging.

Peng Wang, Xiaotong Zhang, Guolu Sun, Liyuan Xu, Jinwu Xu

Int. J. Commun. Syst., 2017

2016

Automatic target recognition with joint sparse representation of heterogeneous multi-view SAR images over a locally adaptive dictionary.

Zongjie Cao, Liyuan Xu, Jilan Feng

Signal Process., 2016

The effect of multipath and NLOS on TOA ranging error and energy based on UWB.

Xifei Li, Jie He, Liyuan Xu, Qin Wang

Proceedings of the IEEE International Conference on Consumer Electronics-Taiwan, 2016

2015

CRLB for TOA Based Near-Ground Swarm Robotic Localization.

Zhishuai Han, Jie He, Yishuang Geng, Cheng Xu, Liyuan Xu, Shihong Duan

Proceedings of the 2015 IEEE 12th Intl Conf on Ubiquitous Intelligence and Computing and 2015 IEEE 12th Intl Conf on Autonomic and Trusted Computing and 2015 IEEE 15th Intl Conf on Scalable Computing and Communications and Its Associated Workshops (UIC-ATC-ScalCom), 2015

Penalty Function Based Anchor-Free Positioning.

Ran Wang, Jie He, Liyuan Xu, Qin Wang

Proceedings of the 11th International Conference on Mobile Ad-hoc and Sensor Networks, 2015

2011

SOA-based precision irrigation decision support system.

Liyuan Xu, Liping Chen, Tian'en Chen, Yunbing Gao

Math. Comput. Model., 2011

An Excel model of analogue orthotropic plate method to calculate load transverse distribution coefficients.

Guowen Che, Lijun Ma, Liyuan Xu

Proceedings of the International Conference on Electronic and Mechanical Engineering and Information Technology, 2011